Investigation of the Post-Cracking Dynamic Behavior of Masonry Structures Retrofitted with CFRP
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Unreinforced masonry buildings have shown to be prone to seismic forces due to their brittle behavior. Therefore, many experimental and analytical studies have been conducted on different retrofitting methods, including the use of Fiber Reinforced Polymers (FRP,) to improve the lateral strength and ductility of these structures. Time history dynamic analyses were conducted on an uncracked and cracked one story unreinforced masonry structure with window and door openings. Based on the analytical results, the effect of cracks and openings on the seismic response of the structure was investigated. Thereafter, the building was retrofitted with FRP strips to improve the post cracking behavior. It was found that masonry cracking increases the damping of the masonry structure. However, the integrity of the structure must be maintained to prevent total collapse, thus satisfying the life safety requirements of the occupants.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it